Introduction This multimodal dataset was acquired in a controlled experiment on a driving simulator (see Ref. [1]). The set includes data for $n=68$ volunteers that drove the same highway under four different conditions: No distraction, cognitive distraction, emotional distraction, and sensorimotor distraction. The experiment closed with a special driving session, where all subjects experienced a ...